Association between serum uric acid‐to‐high‐density lipoprotein cholesterol ratio and insulin resistance in an American population: A population‐based analysis
ABSTRACT Introduction Previous studies have demonstrated a correlation between the serum uric acid‐to‐high‐density lipoprotein cholesterol ratio (UHR) and insulin resistance (IR) in individuals with type 2 diabetes mellitus. However, no existing studies have investigated the relationship between IR...
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Published in | Journal of diabetes investigation Vol. 15; no. 6; pp. 762 - 771 |
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Main Authors | , |
Format | Journal Article |
Language | English |
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Japan
John Wiley & Sons, Inc
01.06.2024
John Wiley and Sons Inc Wiley |
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Abstract | ABSTRACT
Introduction
Previous studies have demonstrated a correlation between the serum uric acid‐to‐high‐density lipoprotein cholesterol ratio (UHR) and insulin resistance (IR) in individuals with type 2 diabetes mellitus. However, no existing studies have investigated the relationship between IR and UHR in the general population. Therefore, the primary objective of this study was to investigate the correlation between UHR and IR in the general American population.
Methods
A sample of 8,817 participants was selected from the 2013 to 2020 National Health and Nutrition Examination Survey (NHANES). Homeostatic model assessment of insulin resistance (HOMA‐IR) was used to assess insulin resistance. Multiple logistic regression, generalized smooth curve fitting, and subgroup analysis were used to assess the association between IR and UHR.
Results
Multiple logistic regression analysis indicated a significant correlation between insulin resistance and UHR, with odds ratios (OR) of 1.07 (95% CI = 1.03–1.11) in males and 1.18 (95% CI = 1.13–1.25) in females. A non‐linear relationship and saturation effect between IR risk and UHR were observed, characterized by an inverted L‐shaped curve and a critical inflection point at 8.82. It was found that the area under the ROC curve (AUC) of UHR was significantly larger (AUC = 0.703 for males and 0.747 for females, all P < 0.01) compared with the use of UA or HDL‐C alone. Subgroup analysis showed that this independent association remain consistent regardless of race, age, BMI, diabetes, moderate activities, education level, alcohol drinking, and gender.
Conclusion
Elevated UHR demonstrates a significant correlation with insulin resistance, so it can be used as a potential indicator of insulin resistance within the American population.
Elevated UHR demonstrates a significant association with insulin resistance within the American population. UHR is more effective in detecting IR compared with the use of HDL‐C or UA alone. A non‐linear association between IR risk and UHR was discovered. |
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AbstractList | Previous studies have demonstrated a correlation between the serum uric acid-to-high-density lipoprotein cholesterol ratio (UHR) and insulin resistance (IR) in individuals with type 2 diabetes mellitus. However, no existing studies have investigated the relationship between IR and UHR in the general population. Therefore, the primary objective of this study was to investigate the correlation between UHR and IR in the general American population.INTRODUCTIONPrevious studies have demonstrated a correlation between the serum uric acid-to-high-density lipoprotein cholesterol ratio (UHR) and insulin resistance (IR) in individuals with type 2 diabetes mellitus. However, no existing studies have investigated the relationship between IR and UHR in the general population. Therefore, the primary objective of this study was to investigate the correlation between UHR and IR in the general American population.A sample of 8,817 participants was selected from the 2013 to 2020 National Health and Nutrition Examination Survey (NHANES). Homeostatic model assessment of insulin resistance (HOMA-IR) was used to assess insulin resistance. Multiple logistic regression, generalized smooth curve fitting, and subgroup analysis were used to assess the association between IR and UHR.METHODSA sample of 8,817 participants was selected from the 2013 to 2020 National Health and Nutrition Examination Survey (NHANES). Homeostatic model assessment of insulin resistance (HOMA-IR) was used to assess insulin resistance. Multiple logistic regression, generalized smooth curve fitting, and subgroup analysis were used to assess the association between IR and UHR.Multiple logistic regression analysis indicated a significant correlation between insulin resistance and UHR, with odds ratios (OR) of 1.07 (95% CI = 1.03-1.11) in males and 1.18 (95% CI = 1.13-1.25) in females. A non-linear relationship and saturation effect between IR risk and UHR were observed, characterized by an inverted L-shaped curve and a critical inflection point at 8.82. It was found that the area under the ROC curve (AUC) of UHR was significantly larger (AUC = 0.703 for males and 0.747 for females, all P < 0.01) compared with the use of UA or HDL-C alone. Subgroup analysis showed that this independent association remain consistent regardless of race, age, BMI, diabetes, moderate activities, education level, alcohol drinking, and gender.RESULTSMultiple logistic regression analysis indicated a significant correlation between insulin resistance and UHR, with odds ratios (OR) of 1.07 (95% CI = 1.03-1.11) in males and 1.18 (95% CI = 1.13-1.25) in females. A non-linear relationship and saturation effect between IR risk and UHR were observed, characterized by an inverted L-shaped curve and a critical inflection point at 8.82. It was found that the area under the ROC curve (AUC) of UHR was significantly larger (AUC = 0.703 for males and 0.747 for females, all P < 0.01) compared with the use of UA or HDL-C alone. Subgroup analysis showed that this independent association remain consistent regardless of race, age, BMI, diabetes, moderate activities, education level, alcohol drinking, and gender.Elevated UHR demonstrates a significant correlation with insulin resistance, so it can be used as a potential indicator of insulin resistance within the American population.CONCLUSIONElevated UHR demonstrates a significant correlation with insulin resistance, so it can be used as a potential indicator of insulin resistance within the American population. Previous studies have demonstrated a correlation between the serum uric acid-to-high-density lipoprotein cholesterol ratio (UHR) and insulin resistance (IR) in individuals with type 2 diabetes mellitus. However, no existing studies have investigated the relationship between IR and UHR in the general population. Therefore, the primary objective of this study was to investigate the correlation between UHR and IR in the general American population. A sample of 8,817 participants was selected from the 2013 to 2020 National Health and Nutrition Examination Survey (NHANES). Homeostatic model assessment of insulin resistance (HOMA-IR) was used to assess insulin resistance. Multiple logistic regression, generalized smooth curve fitting, and subgroup analysis were used to assess the association between IR and UHR. Multiple logistic regression analysis indicated a significant correlation between insulin resistance and UHR, with odds ratios (OR) of 1.07 (95% CI = 1.03-1.11) in males and 1.18 (95% CI = 1.13-1.25) in females. A non-linear relationship and saturation effect between IR risk and UHR were observed, characterized by an inverted L-shaped curve and a critical inflection point at 8.82. It was found that the area under the ROC curve (AUC) of UHR was significantly larger (AUC = 0.703 for males and 0.747 for females, all P < 0.01) compared with the use of UA or HDL-C alone. Subgroup analysis showed that this independent association remain consistent regardless of race, age, BMI, diabetes, moderate activities, education level, alcohol drinking, and gender. Elevated UHR demonstrates a significant correlation with insulin resistance, so it can be used as a potential indicator of insulin resistance within the American population. ABSTRACT Introduction Previous studies have demonstrated a correlation between the serum uric acid‐to‐high‐density lipoprotein cholesterol ratio (UHR) and insulin resistance (IR) in individuals with type 2 diabetes mellitus. However, no existing studies have investigated the relationship between IR and UHR in the general population. Therefore, the primary objective of this study was to investigate the correlation between UHR and IR in the general American population. Methods A sample of 8,817 participants was selected from the 2013 to 2020 National Health and Nutrition Examination Survey (NHANES). Homeostatic model assessment of insulin resistance (HOMA‐IR) was used to assess insulin resistance. Multiple logistic regression, generalized smooth curve fitting, and subgroup analysis were used to assess the association between IR and UHR. Results Multiple logistic regression analysis indicated a significant correlation between insulin resistance and UHR, with odds ratios (OR) of 1.07 (95% CI = 1.03–1.11) in males and 1.18 (95% CI = 1.13–1.25) in females. A non‐linear relationship and saturation effect between IR risk and UHR were observed, characterized by an inverted L‐shaped curve and a critical inflection point at 8.82. It was found that the area under the ROC curve (AUC) of UHR was significantly larger (AUC = 0.703 for males and 0.747 for females, all P < 0.01) compared with the use of UA or HDL‐C alone. Subgroup analysis showed that this independent association remain consistent regardless of race, age, BMI, diabetes, moderate activities, education level, alcohol drinking, and gender. Conclusion Elevated UHR demonstrates a significant correlation with insulin resistance, so it can be used as a potential indicator of insulin resistance within the American population. Elevated UHR demonstrates a significant association with insulin resistance within the American population. UHR is more effective in detecting IR compared with the use of HDL‐C or UA alone. A non‐linear association between IR risk and UHR was discovered. ABSTRACT Introduction Previous studies have demonstrated a correlation between the serum uric acid‐to‐high‐density lipoprotein cholesterol ratio (UHR) and insulin resistance (IR) in individuals with type 2 diabetes mellitus. However, no existing studies have investigated the relationship between IR and UHR in the general population. Therefore, the primary objective of this study was to investigate the correlation between UHR and IR in the general American population. Methods A sample of 8,817 participants was selected from the 2013 to 2020 National Health and Nutrition Examination Survey (NHANES). Homeostatic model assessment of insulin resistance (HOMA‐IR) was used to assess insulin resistance. Multiple logistic regression, generalized smooth curve fitting, and subgroup analysis were used to assess the association between IR and UHR. Results Multiple logistic regression analysis indicated a significant correlation between insulin resistance and UHR, with odds ratios (OR) of 1.07 (95% CI = 1.03–1.11) in males and 1.18 (95% CI = 1.13–1.25) in females. A non‐linear relationship and saturation effect between IR risk and UHR were observed, characterized by an inverted L‐shaped curve and a critical inflection point at 8.82. It was found that the area under the ROC curve (AUC) of UHR was significantly larger (AUC = 0.703 for males and 0.747 for females, all P < 0.01) compared with the use of UA or HDL‐C alone. Subgroup analysis showed that this independent association remain consistent regardless of race, age, BMI, diabetes, moderate activities, education level, alcohol drinking, and gender. Conclusion Elevated UHR demonstrates a significant correlation with insulin resistance, so it can be used as a potential indicator of insulin resistance within the American population. Elevated UHR demonstrates a significant association with insulin resistance within the American population. UHR is more effective in detecting IR compared with the use of HDL‐C or UA alone. A non‐linear association between IR risk and UHR was discovered. IntroductionPrevious studies have demonstrated a correlation between the serum uric acid-to-high-density lipoprotein cholesterol ratio (UHR) and insulin resistance (IR) in individuals with type 2 diabetes mellitus. However, no existing studies have investigated the relationship between IR and UHR in the general population. Therefore, the primary objective of this study was to investigate the correlation between UHR and IR in the general American population.MethodsA sample of 8,817 participants was selected from the 2013 to 2020 National Health and Nutrition Examination Survey (NHANES). Homeostatic model assessment of insulin resistance (HOMA-IR) was used to assess insulin resistance. Multiple logistic regression, generalized smooth curve fitting, and subgroup analysis were used to assess the association between IR and UHR.ResultsMultiple logistic regression analysis indicated a significant correlation between insulin resistance and UHR, with odds ratios (OR) of 1.07 (95% CI = 1.03–1.11) in males and 1.18 (95% CI = 1.13–1.25) in females. A non-linear relationship and saturation effect between IR risk and UHR were observed, characterized by an inverted L-shaped curve and a critical inflection point at 8.82. It was found that the area under the ROC curve (AUC) of UHR was significantly larger (AUC = 0.703 for males and 0.747 for females, all P < 0.01) compared with the use of UA or HDL-C alone. Subgroup analysis showed that this independent association remain consistent regardless of race, age, BMI, diabetes, moderate activities, education level, alcohol drinking, and gender.ConclusionElevated UHR demonstrates a significant correlation with insulin resistance, so it can be used as a potential indicator of insulin resistance within the American population. |
Author | Xu, Jing Zhou, Xiaohai |
AuthorAffiliation | 1 Department of Hematology The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University Wenzhou China 2 Department of Endocrinology The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University Wenzhou China |
AuthorAffiliation_xml | – name: 1 Department of Hematology The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University Wenzhou China – name: 2 Department of Endocrinology The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University Wenzhou China |
Author_xml | – sequence: 1 givenname: Xiaohai surname: Zhou fullname: Zhou, Xiaohai email: zhouxiaohai1990@163.com organization: The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University – sequence: 2 givenname: Jing orcidid: 0000-0001-6785-9846 surname: Xu fullname: Xu, Jing email: 47914057@qq.com organization: The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38407574$$D View this record in MEDLINE/PubMed |
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Copyright | 2024 The Authors. published by Asian Association for the Study of Diabetes (AASD) and John Wiley & Sons Australia, Ltd. 2024 The Authors. Journal of Diabetes Investigation published by Asian Association for the Study of Diabetes (AASD) and John Wiley & Sons Australia, Ltd. 2024. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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Snippet | ABSTRACT
Introduction
Previous studies have demonstrated a correlation between the serum uric acid‐to‐high‐density lipoprotein cholesterol ratio (UHR) and... Previous studies have demonstrated a correlation between the serum uric acid-to-high-density lipoprotein cholesterol ratio (UHR) and insulin resistance (IR) in... IntroductionPrevious studies have demonstrated a correlation between the serum uric acid-to-high-density lipoprotein cholesterol ratio (UHR) and insulin... Elevated UHR demonstrates a significant association with insulin resistance within the American population. UHR is more effective in detecting IR compared with... ABSTRACT Introduction Previous studies have demonstrated a correlation between the serum uric acid‐to‐high‐density lipoprotein cholesterol ratio (UHR) and... |
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SubjectTerms | Adult Age Aged Alcohol use Atherosclerosis Biomarkers - blood Body mass index Cholesterol Cholesterol, HDL - blood Cross-Sectional Studies Diabetes Diabetes mellitus (non-insulin dependent) Diabetes Mellitus, Type 2 - blood Diabetes Mellitus, Type 2 - epidemiology Disease Drinking behavior Female Females Gender Glucose High density lipoprotein Humans Insulin Resistance Lipoproteins Male Males Metabolic syndrome Middle Aged Nutrition Surveys Obesity Original Plasma Statistical analysis United States - epidemiology Uric acid Uric Acid - blood Variables |
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Title | Association between serum uric acid‐to‐high‐density lipoprotein cholesterol ratio and insulin resistance in an American population: A population‐based analysis |
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